Video_Prediction

2022-11-26 Randomized Conditional Flow Matching for Video Prediction Aram Davtyan, Sepehr Sameni, Paolo Favaro arXiv_CV arXiv_CV RNN Video_Prediction Pose GAN Inference Prediction Matching PDF
2022-11-23 Tell Me What Happened: Unifying Text-guided Video Completion via Multimodal Masked Video Generation Tsu-Jui Fu, Licheng Yu, Ning Zhang, Cheng-Yang Fu, Jong-Chyi Su, William Yang Wang, Sean Bell arXiv_CV arXiv_CV Video_Prediction Pose Inference Prediction PDF
2022-11-10 3D-CSL: self-supervised 3D context similarity learning for Near-Duplicate Video Retrieval Rui Deng, Qian Wu, Yuke Li arXiv_CV arXiv_CV Transformer 3D Video_Prediction Self-Supervised Pose Relation Prediction Video_Retrieval Matching PDF
2022-10-24 Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs Claire Robin, Christian Requena-Mesa, Vitus Benson, Lazaro Alonso, Jeran Poehls, Nuno Carvalhais, Markus Reichstein arXiv_CV arXiv_CV RNN Video_Prediction Face Action CNN Prediction PDF
2022-10-20 Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos Weihang Dai, Xiaomeng Li, Xinpeng Ding, Kwang-Ting Cheng arXiv_CV arXiv_CV Segmentation Knowledge Video_Prediction Pose Action Prediction PDF
2022-10-16 Stochastic Occupancy Grid Map Prediction in Dynamic Scenes Zhanteng Xie, Philip Dames arXiv_RO arXiv_RO Tracking Video_Prediction Pose Prediction PDF
2022-10-12 SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models Ziyi Wu, Nikita Dvornik, Klaus Greff, Thomas Kipf, Animesh Garg arXiv_AI arXiv_AI Transformer Unsupervised Video_Prediction Pose Action Relation VQA Prediction QA PDF
2022-10-11 Continuous conditional video synthesis by neural processes Xi Ye, Guillaume-Alexandre Bilodeau arXiv_CV arXiv_CV Transformer Video_Prediction Pose Prediction PDF
2022-10-07 See, Plan, Predict: Language-guided Cognitive Planning with Video Prediction Maria Attarian, Advaya Gupta, Ziyi Zhou, Wei Yu, Igor Gilitschenski, Animesh Garg arXiv_AI arXiv_AI Transformer Embedding Video_Prediction Pose Action Prediction PDF
2022-10-06 Text-driven Video Prediction Xue Song, Jingjing Chen, Bin Zhu, Yu-Gang Jiang arXiv_CV arXiv_CV Embedding Video_Prediction Pose Caption Inference Prediction PDF
2022-10-05 Temporally Consistent Video Transformer for Long-Term Video Prediction Wilson Yan, Danijar Hafner, Stephen James, Pieter Abbeel arXiv_AI arXiv_AI Transformer 3D Video_Prediction Prediction PDF
2022-09-19 T3VIP: Transformation-based 3D Video Prediction Iman Nematollahi, Erick Rosete-Beas, Seyed Mahdi B. Azad, Raghu Rajan, Frank Hutter, Wolfram Burgard arXiv_AI arXiv_AI Unsupervised Point_Cloud 3D Optimization Knowledge Video_Prediction Pose Autonomous Prediction PDF
2022-09-15 HARP: Autoregressive Latent Video Prediction with High-Fidelity Image Generator Younggyo Seo, Kimin Lee, Fangchen Liu, Stephen James, Pieter Abbeel arXiv_CV arXiv_CV Transformer Video_Prediction Pose GAN Prediction PDF
2022-08-24 Robot Motion Planning as Video Prediction: A Spatio-Temporal Neural Network-based Motion Planner Xiao Zang, Miao Yin, Lingyi Huang, Jingjin Yu, Saman Zonouz, Bo Yuan arXiv_RO arXiv_RO 3D Video_Prediction Pose Prediction PDF
2022-08-19 Wildfire Forecasting with Satellite Images and Deep Generative Model Thai-Nam Hoang, Sang Truong, Chris Schmidt arXiv_CV arXiv_CV Video_Prediction Pose Prediction PDF
2022-06-27 Optimizing Video Prediction via Video Frame Interpolation Yue Wu, Qiang Wen, Qifeng Chen arXiv_CV arXiv_CV Optimization Video_Prediction Prediction PDF
2022-06-23 MaskViT: Masked Visual Pre-Training for Video Prediction Agrim Gupta, Stephen Tian, Yunzhi Zhang, Jiajun Wu, Roberto Martín-Martín, Li Fei-Fei arXiv_CV arXiv_CV Transformer Knowledge Video_Prediction Attention Inference Prediction PDF
2022-06-15 Diffusion Models for Video Prediction and Infilling Tobias Höppe, Arash Mehrjou, Stefan Bauer, Didrik Nielsen, Andrea Dittadi arXiv_CV arXiv_CV 3D Video_Prediction Prediction PDF
2022-06-09 STIP: A SpatioTemporal Information-Preserving and Perception-Augmented Model for High-Resolution Video Prediction Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao arXiv_AI arXiv_AI RNN Adversarial Video_Prediction Pose Action GAN Prediction PDF
2022-06-09 SimVP: Simpler yet Better Video Prediction Zhangyang Gao, Cheng Tan, Lirong Wu, Stan Z. Li arXiv_AI arXiv_AI RNN Video_Prediction Pose Prediction PDF
2022-06-08 Patch-based Object-centric Transformers for Efficient Video Generation Wilson Yan, Ryo Okumura, Stephen James, Pieter Abbeel arXiv_CV arXiv_CV Transformer Video_Prediction Prediction PDF
2022-05-31 Unsupervised Image Representation Learning with Deep Latent Particles Tal Daniel, Aviv Tamar arXiv_AI arXiv_AI Image_Caption Unsupervised Represenation_Learning Video_Prediction Pose Detection Prediction PDF
2022-05-19 Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation Vikram Voleti, Alexia Jolicoeur-Martineau, Christopher Pal arXiv_AI arXiv_AI Video_Prediction Pose Denoising CNN Prediction PDF
2022-05-19 Action Conditioned Tactile Prediction: a case study on slip prediction Willow Mandil, Kiyanoush Nazari, Amir Ghalamzan E arXiv_AI arXiv_AI Video_Prediction Pose Face Action Quantitative Prediction PDF
2022-05-07 Deep learning for spatio-temporal forecasting -- application to solar energy Vincent Le Guen arXiv_AI arXiv_AI Knowledge Video_Prediction Pose Deep_Learning Prediction PDF
2022-05-04 Video Extrapolationin Space and Time Yunzhi Zhang, Jiajun wu arXiv_AI arXiv_AI Video_Prediction Pose Prediction PDF
2022-05-04 Zero-Episode Few-Shot Contrastive Predictive Coding: Solving intelligence tests without prior training T. Barak, Y. Loewenstein arXiv_CV arXiv_CV Video_Prediction Detection Few-Shot Prediction PDF
2022-04-20 STAU: A SpatioTemporal-Aware Unit for Video Prediction and Beyond Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao arXiv_CV arXiv_CV Recognition Video_Prediction Pose Action_Recognition Action Detection Relation Object_Detection Attention Prediction PDF
2022-04-13 Self-Supervised Traffic Advisors: Distributed, Multi-view Traffic Prediction for Smart Cities Jiankai Sun, Shreyas Kousik, David Fridovich-Keil, Mac Schwager arXiv_RO arXiv_RO Video_Prediction Self-Supervised Pose Autonomous Prediction PDF
2022-04-12 Continual Predictive Learning from Videos Geng Chen, Wendong Zhang, Han Lu, Siyu Gao, Yunbo Wang, Mingsheng Long, Xiaokang Yang arXiv_CV arXiv_CV Video_Prediction Pose Action Inference Prediction PDF
2022-03-30 STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao arXiv_CV arXiv_CV Adversarial Video_Prediction Pose GAN Prediction PDF
2022-03-29 VPTR: Efficient Transformers for Video Prediction Xi Ye, Guillaume-Alexandre Bilodeau arXiv_CV arXiv_CV Transformer Video_Prediction Pose Attention Inference Prediction PDF
2022-03-25 Reinforcement Learning with Action-Free Pre-Training from Videos Younggyo Seo, Kimin Lee, Stephen James, Pieter Abbeel arXiv_AI arXiv_AI Transformer Unsupervised Reinforcement_Learning Video_Prediction Pose Action Prediction PDF
2022-03-20 Stochastic Video Prediction with Structure and Motion Adil Kaan Akan, Sadra Safadoust, Erkut Erdem, Aykut Erdem, Fatma Güney arXiv_CV arXiv_CV Video_Prediction Pose Prediction PDF
2022-03-17 Video Prediction at Multiple Scales with Hierarchical Recurrent Networks Ani Karapetyan, Angel Villar-Corrales, Andreas Boltres, Sven Behnke arXiv_CV arXiv_CV Recognition Video_Prediction Pose Action_Recognition Action Autonomous Prediction PDF
2022-02-01 Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space Steeven Janny, Fabien Baradel, Natalia Neverova, Madiha Nadri, Greg Mori, Christian Wolf arXiv_CV arXiv_CV Unsupervised Sparse Knowledge Video_Prediction Relation Prediction PDF
2022-01-23 Generative Adversarial Network Applications in Creating a Meta-Universe Soheyla Amirian, Thiab R. Taha, Khaled Rasheed, Hamid R. Arabnia arXiv_CV arXiv_CV Video_Caption 3D Adversarial Video_Prediction Face GAN Caption Prediction PDF
2021-12-22 Generalized Local Optimality for Video Steganalysis in Motion Vector Domain Liming Zhai, Lina Wang, Yanzhen Ren, Yang Liu arXiv_CV arXiv_CV Embedding Video_Prediction Pose GAN Prediction PDF
2021-11-24 N'UWA: Visual Synthesis Pre-training for Neural visUal World creAtion Chenfei Wu, Jian Liang, Lei Ji, Fan Yang, Yuejian Fang, Daxin Jiang, Nan Duan arXiv_AI arXiv_AI Transformer 3D Zero-Shot Video_Prediction Pose Attention Prediction PDF
2021-10-22 Wide and Narrow: Video Prediction from Context and Motion Jaehoon Cho, Jiyoung Lee, Changjae Oh, Wonil Song, Kwanghoon Sohn arXiv_CV arXiv_CV Memory_Networks Video_Prediction Pose Quantitative Prediction PDF
2021-10-12 Fourier-based Video Prediction through Relational Object Motion Malte Mosbach, Sven Behnke arXiv_CV arXiv_CV Video_Prediction Relation Autonomous Prediction PDF
2021-10-06 Semantic Prediction: Which One Should Come First, Recognition or Prediction? Hafez Farazi, Jan Nogga, and Sven Behnke arXiv_CV arXiv_CV Transformer Recognition Video_Prediction Self-Supervised Action Prediction PDF
2021-10-06 A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction Moitreya Chatterjee, Narendra Ahuja, Anoop Cherian arXiv_AI arXiv_AI Video_Prediction Pose Deep_Learning Prediction PDF
2021-09-14 Space Time Recurrent Memory Network Hung Nguyen, Fuxin Li arXiv_AI arXiv_AI Transformer Segmentation Video_Prediction Pose Inference Prediction PDF
2021-09-05 Efficient Action Recognition Using Confidence Distillation Shervin Manzuri Shalmani, Fei Chiang, Rong Zheng arXiv_AI arXiv_AI Recognition Video_Prediction Pose Action_Recognition Action Classification Prediction PDF
2021-08-12 Conditional Temporal Variational AutoEncoder for Action Video Prediction Xiaogang Xu, Yi Wang, Liwei Wang, Bei Yu, Jiaya Jia arXiv_CV arXiv_CV Video_Prediction Pose Action Prediction PDF
2021-08-05 End-to-end Neural Video Coding Using a Compound Spatiotemporal Representation Haojie Liu, Ming Lu, Zhiqi Chen, Xun Cao, Zhan Ma, Yao Wang arXiv_CV arXiv_CV Enhancement Optimization Video_Prediction Pose Optical_Flow Prediction PDF
2021-08-05 SLAMP: Stochastic Latent Appearance and Motion Prediction Adil Kaan Akan, Erkut Erdem, Aykut Erdem, Fatma Güney arXiv_CV arXiv_CV Video_Prediction SLAM Autonomous Prediction PDF
2021-07-28 Accurate Grid Keypoint Learning for Efficient Video Prediction Xiaojie Gao, Yueming Jin, Qi Dou, Chi-Wing Fu, Pheng-Ann Heng arXiv_CV arXiv_CV Video_Prediction Prediction PDF
2021-07-21 From Single to Multiple: Leveraging Multi-level Prediction Spaces for Video Forecasting Mengcheng Lan, Shuliang Ning, Yanran Li, Qian Chen, Xunlai Chen, Xiaoguang Han, Shuguang Cui arXiv_CV arXiv_CV Video_Prediction Quantitative Prediction PDF
2021-06-24 FitVid: Overfitting in Pixel-Level Video Prediction Mohammad Babaeizadeh, Mohammad Taghi Saffar, Suraj Nair, Sergey Levine, Chelsea Finn, Dumitru Erhan arXiv_CV arXiv_CV Video_Prediction Action Prediction PDF
2021-06-21 Understanding Object Dynamics for Interactive Image-to-Video Synthesis Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer arXiv_CV arXiv_CV Video_Prediction Action Relation Prediction PDF
2021-06-16 Unsupervised Video Prediction from a Single Frame by Estimating 3D Dynamic Scene Structure Paul Henderson, Christoph H. Lampert, Bernd Bickel arXiv_AI arXiv_AI Segmentation Unsupervised 3D Video_Prediction Prediction PDF
2021-06-10 Quantized Conditional COT-GAN for Video Prediction Tianlin Xu, Beatrice Acciaio arXiv_AI arXiv_AI Quantization Adversarial Video_Prediction GAN Prediction PDF
2021-06-07 Novel View Video Prediction Using a Dual Representation Sarah Shiraz, Krishna Regmi, Shruti Vyas, Yogesh S. Rawat, Mubarak Shah arXiv_CV arXiv_CV Video_Prediction Pose Prediction PDF
2021-05-31 Image-to-Video Generation via 3D Facial Dynamics Xiaoguang Tu, Yingtian Zou, Jian Zhao, Wenjie Ai, Jian Dong, Yuan Yao, Zhikang Wang, Guodong Guo, Zhifeng Li, Wei Liu, Jiashi Feng arXiv_CV arXiv_CV Facial_Landmark 3D Sparse Knowledge Adversarial Video_Prediction Pose Face GAN Prediction Matching PDF
2021-05-24 Taylor saves for later: disentanglement for video prediction using Taylor representation Ting Pan, Zhuqing Jiang, Jianan Han, Shiping Wen, Aidong Men, Haiying Wang arXiv_CV arXiv_CV Video_Prediction Pose Prediction PDF
2021-05-10 Local Frequency Domain Transformer Networks for Video Prediction Hafez Farazi, Jan Nogga, Sven Behnke arXiv_CV arXiv_CV Transformer Segmentation Unsupervised RNN Video_Prediction Pose Deep_Learning Prediction PDF
2021-05-06 Object-centric Video Prediction without Annotation Karl Schmeckpeper, Georgios Georgakis, Kostas Daniilidis arXiv_CV arXiv_CV Video_Prediction Face Prediction PDF
2021-04-22 Hierarchical Motion Understanding via Motion Programs Sumith Kulal, Jiayuan Mao, Alex Aiken, Jiajun Wu arXiv_AI arXiv_AI Video_Prediction Action Prediction PDF
2021-04-20 Learning Semantic-Aware Dynamics for Video Prediction Xinzhu Bei, Yanchao Yang, Stefano Soatto arXiv_CV arXiv_CV Inpainting Video_Prediction Pose Optical_Flow Prediction PDF
2021-04-19 Comparing Correspondences: Video Prediction with Correspondence-wise Losses Daniel Geng, Andrew Owens arXiv_CV arXiv_CV Video_Prediction Pose Optical_Flow Prediction PDF
2021-04-16 EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task Christian Requena-Mesa, Vitus Benson, Markus Reichstein, Jakob Runge, Joachim Denzler arXiv_AI arXiv_AI Video_Prediction Pose Face Prediction Matching PDF
2021-04-14 Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction Wonkwang Lee, Whie Jung, Han Zhang, Ting Chen, Jing Yu Koh, Thomas Huang, Hyungsuk Yoon, Honglak Lee, Seunghoon Hong arXiv_CV arXiv_CV Video_Prediction Prediction PDF
2021-04-09 GATSBI: Generative Agent-centric Spatio-temporal Object Interaction Cheol-Hui Min, Jinseok Bae, Junho Lee, Young Min Kim arXiv_CV arXiv_CV Unsupervised Represenation_Learning Video_Prediction Pose Face Action Relation Prediction PDF
2021-04-02 Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning Sangmin Lee, Hak Gu Kim, Dae Hwi Choi, Hyung-Il Kim, Yong Man Ro arXiv_CV arXiv_CV RNN Video_Prediction Pose Prediction Matching PDF
2021-03-17 Prediction-assistant Frame Super-Resolution for Video Streaming Wang Shen, Wenbo Bao, Guangtao Zhai, Charlie L Wang, Jerry W Hu, Zhiyong Gao arXiv_CV arXiv_CV Enhancement Super_Resolution Video_Prediction Pose Prediction PDF
2021-03-09 Self-Supervision by Prediction for Object Discovery in Videos Beril Besbinar, Pascal Frossard arXiv_CV arXiv_CV Unsupervised Video_Prediction Self-Supervised Pose Deep_Learning Prediction PDF
2021-03-06 Greedy Hierarchical Variational Autoencoders for Large-Scale Video Prediction Bohan Wu, Suraj Nair, Roberto Martin-Martin, Li Fei-Fei, Chelsea Finn arXiv_CV arXiv_CV Optimization Video_Prediction Prediction PDF
2021-03-03 MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions Haixu Wu, Zhiyu Yao, Mingsheng Long, Jianmin Wan arXiv_CV arXiv_CV RNN Video_Prediction Pose Prediction PDF
2021-03-02 Predicting Video with VQVAE Jacob Walker, Ali Razavi, Aäron van den Oord arXiv_CV arXiv_CV Knowledge Video_Prediction Pose Attention Prediction PDF
2021-02-24 Deep Video Prediction for Time Series Forecasting Zhen Zeng, Tucker Balch, Manuela Veloso arXiv_CV arXiv_CV Video_Prediction Pose Prediction PDF
2021-02-19 SLPC: a VRNN-based approach for stochastic lidar prediction and completion in autonomous driving George Eskandar, Alexander Braun, Martin Meinke, Karim Armanious, Bin Yang arXiv_AI arXiv_AI Inpainting 3D Sparse RNN Video_Prediction Self-Supervised Pose Autonomous Prediction PDF
2021-02-18 Clockwork Variational Autoencoders for Video Prediction Vaibhav Saxena, Jimmy Ba, Danijar Hafner arXiv_AI arXiv_AI Video_Prediction Pose Action Deep_Learning Prediction PDF
2021-02-06 CMS-LSTM: Context-Embedding and Multi-Scale Spatiotemporal-Expression LSTM for Video Prediction Zenghao Chai, Chun Yuan, Zhihui Lin, Yunpeng Bai arXiv_CV arXiv_CV Embedding RNN Video_Prediction Pose Action Quantitative Relation Prediction PDF
2021-01-28 VAE^2: Preventing Posterior Collapse of Variational Video Predictions in the Wild Yizhou Zhou, Chong Luo, Xiaoyan Sun, Zheng-Jun Zha, Wenjun Zeng arXiv_CV arXiv_CV Optimization Video_Prediction Pose Prediction PDF
2020-12-11 EarthNet2021: A novel large-scale dataset and challenge for forecasting localized climate impacts Christian Requena-Mesa, Vitus Benson, Joachim Denzler, Jakob Runge, Markus Reichstein arXiv_AI arXiv_AI Video_Prediction Face Deep_Learning Relation Prediction PDF
2020-12-11 A Log-likelihood Regularized KL Divergence for Video Prediction with A 3D Convolutional Variational Recurrent Network Haziq Razali, Basura Fernando arXiv_CV arXiv_CV 3D Video_Prediction CNN Prediction PDF
2020-11-23 Action Concept Grounding Network for Semantically-Consistent Video Generation Wei Yu, Wenxin Chen, Steve Easterbrook, Animesh Garg arXiv_AI arXiv_AI Recognition Video_Prediction Self-Supervised Pose Action_Recognition Action Detection Object_Detection Prediction PDF
2020-11-17 Mutual Information Based Method for Unsupervised Disentanglement of Video Representation P Aditya Sreekar, Ujjwal Tiwari, Anoop Namboodiri arXiv_CV arXiv_CV Unsupervised 3D RNN Video_Prediction Pose Quantitative Autonomous Prediction PDF
2020-11-02 Revisiting Adaptive Convolutions for Video Frame Interpolation Simon Niklaus, Long Mai, Oliver Wang arXiv_CV arXiv_CV Video_Prediction Pose Denoising Prediction PDF
2020-10-24 LagNetViP: A Lagrangian Neural Network for Video Prediction Christine Allen-Blanchette, Sushant Veer, Anirudha Majumdar, Naomi Ehrich Leonard arXiv_CV arXiv_CV Video_Prediction Prediction PDF
2020-09-21 Option Discovery in Hierarchical Reinforcement Learning using Spatio-Temporal Clustering Aravind Srinivas, Ramnandan Krishnamurthy, Peeyush Kumar, Balaraman Ravindran arXiv_AI arXiv_AI Reinforcement_Learning Video_Prediction Action Prediction PDF
2020-09-17 Learning to Identify Physical Parameters from Video Using Differentiable Physics Rama Krishna Kandukuri, Jan Achterhold, Michael Möller, Jörg Stückler arXiv_CV arXiv_CV Transformer Represenation_Learning Video_Prediction Self-Supervised Pose Action Deep_Learning Attention Activity Prediction PDF
2020-08-26 Making a Case for 3D Convolutions for Object Segmentation in Videos Sabarinath Mahadevan, Ali Athar, Aljoša Ošep, Sebastian Hennen, Laura Leal-Taixé, Bastian Leibe arXiv_CV arXiv_CV Segmentation Unsupervised 3D Salient Video_Prediction Pose Classification CNN Prediction Video_Classification PDF
2020-08-13 Recurrent Deconvolutional Generative Adversarial Networks with Application to Text Guided Video Generation Hongyuan Yu, Yan Huang, Lihong Pi, Liang Wang arXiv_CV arXiv_CV 3D Adversarial Video_Prediction Pose Classification GAN CNN Prediction Video_Classification PDF
2020-07-17 Can Learned Frame-Prediction Compete with Block-Motion Compensation for Video Coding? Serkan Sulun, A. Murat Tekalp arXiv_CV arXiv_CV Adversarial Video_Prediction Prediction PDF
2020-07-15 CloudCast: A Satellite-Based Dataset and Baseline for Forecasting Clouds A. H. Nielsen, A. Iosifidis, H. Karstoft arXiv_CV arXiv_CV Memory_Networks Knowledge Adversarial Video_Prediction GAN CNN Optical_Flow Prediction PDF
2020-07-03 Video Prediction via Example Guidance Jingwei Xu, Huazhe Xu, Bingbing Ni, Xiaokang Yang, Trevor Darrell arXiv_CV arXiv_CV Enhancement Optimization Video_Prediction Pose Quantitative Prediction PDF
2020-06-30 Deep Learning for Vision-based Prediction: A Survey Amir Rasouli arXiv_CV arXiv_CV Surveillance Video_Prediction Pose Survey Action Deep_Learning Autonomous Prediction PDF
2020-06-05 Disentangling Multiple Features in Video Sequences using Gaussian Processes in Variational Autoencoders Sarthak Bhagat, Shagun Uppal, Vivian Yin, Nengli Lim arXiv_CV arXiv_CV Unsupervised Video_Prediction Action Relation Prediction PDF
2020-05-01 A Naturalness Evaluation Database for Video Prediction Models Nagabhushan Somraj, Manoj Surya Kashi, S. P. Arun, Rajiv Soundararajan arXiv_CV arXiv_CV Represenation_Learning Video_Prediction Quantitative Prediction PDF
2020-04-30 PreCNet: Next Frame Video Prediction Based on Predictive Coding Zdenek Straka, Tomas Svoboda, Matej Hoffmann arXiv_CV arXiv_CV Knowledge Video_Prediction Pose Deep_Learning Prediction PDF
2020-04-18 Motion Segmentation using Frequency Domain Transformer Networks Hafez Farazi, Sven Behnke arXiv_CV arXiv_CV Transformer Segmentation Video_Prediction Self-Supervised Pose Prediction PDF
2020-04-10 A Review on Deep Learning Techniques for Video Prediction Sergiu Oprea, Pablo Martinez-Gonzalez, Alberto Garcia-Garcia, John Alejandro Castro-Vargas, Sergio Orts-Escolano, Jose Garcia-Rodriguez, Antonis Argyros arXiv_CV arXiv_CV Represenation_Learning Review Video_Prediction Self-Supervised Pose Quantitative Deep_Learning GAN Prediction PDF
2020-03-20 Predicting Real-Time Locational Marginal Prices: A GAN-Based Video Prediction Approach Zhongxia Zhang, Meng Wu arXiv_CV arXiv_CV Unsupervised Adversarial Video_Prediction Pose Relation GAN Prediction PDF
2020-03-19 VisuoSpatial Foresight for Multi-Step, Multi-Task Fabric Manipulation Ryan Hoque, Daniel Seita, Ashwin Balakrishna, Aditya Ganapathi, Ajay Kumar Tanwani, Nawid Jamali, Katsu Yamane, Soshi Iba, Ken Goldberg arXiv_AI arXiv_AI Video_Prediction Pose Prediction PDF
2020-03-19 Photo-Realistic Video Prediction on Natural Videos of Largely Changing Frames Osamu Shouno arXiv_CV arXiv_CV Adversarial Video_Prediction Pose Quantitative Deep_Learning Prediction PDF
2020-03-09 Transformation-based Adversarial Video Prediction on Large-Scale Data Pauline Luc, Aidan Clark, Sander Dieleman, Diego de Las Casas, Yotam Doron, Albin Cassirer, Karen Simonyan arXiv_CV arXiv_CV Adversarial Video_Prediction Pose Prediction PDF
2020-03-03 Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction Vincent Le Guen, Nicolas Thome arXiv_CV arXiv_CV Unsupervised Knowledge Video_Prediction Pose Prediction PDF
2020-02-23 Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction Beibei Jin, Yu Hu, Qiankun Tang, Jingyu Niu, Zhiping Shi, Yinhe Han, Xiaowei Li arXiv_CV arXiv_CV Video_Prediction Pose Prediction PDF
2020-02-21 Stochastic Latent Residual Video Prediction Jean-Yves Franceschi (MLIA), Edouard Delasalles (MLIA), Mickaël Chen (MLIA), Sylvain Lamprier (MLIA), Patrick Gallinari (MLIA) arXiv_CV arXiv_CV Video_Prediction Pose Prediction PDF
2020-02-21 Disentangling Controllable Object through Video Prediction Improves Visual Reinforcement Learning Yuanyi Zhong, Alexander Schwing, Jian Peng arXiv_CV arXiv_CV Reinforcement_Learning Video_Prediction Pose Action Prediction PDF
2020-02-21 Convolutional Tensor-Train LSTM for Spatio-temporal Learning Jiahao Su, Wonmin Byeon, Furong Huang, Jan Kautz, Animashree Anandkumar arXiv_CV arXiv_CV RNN Video_Prediction Pose Action Relation CNN Prediction PDF
2020-02-15 ARMA Nets: Expanding Receptive Field for Dense Prediction Jiahao Su, Shiqi Wang, Furong Huang arXiv_CV arXiv_CV Video_Prediction Pose Classification CNN Image_Classification Prediction PDF
2020-02-12 Deep Variational Luenberger-type Observer for Stochastic Video Prediction Dong Wang, Feng Zhou, Zheng Yan, Guang Yao, Zongxuan Liu, Wennan Ma, Cewu Lu arXiv_CV arXiv_CV Unsupervised Represenation_Learning Video_Prediction Pose Prediction PDF
2019-11-12 Experience-Embedded Visual Foresight Lin Yen-Chen, Maria Bauza, Phillip Isola arXiv_CV arXiv_CV Embedding Video_Prediction Prediction PDF
2019-11-05 High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks Ruben Villegas, Arkanath Pathak, Harini Kannan, Dumitru Erhan, Quoc V. Le, Honglak Lee arXiv_CV arXiv_CV Segmentation RNN Video_Prediction Pose Action Optical_Flow Prediction PDF
2019-10-28 Entity Abstraction in Visual Model-Based Reinforcement Learning Rishi Veerapaneni, John D. Co-Reyes, Michael Chang, Michael Janner, Chelsea Finn, Jiajun Wu, Joshua B. Tenenbaum, Sergey Levine arXiv_CV arXiv_CV Reinforcement_Learning Knowledge Video_Prediction Pose Action Inference Prediction PDF
2019-10-25 CrevNet: Conditionally Reversible Video Prediction Wei Yu, Yichao Lu, Steve Easterbrook, Sanja Fidler arXiv_CV arXiv_CV Video_Prediction Pose Action Prediction PDF
2019-10-24 RoboNet: Large-Scale Multi-Robot Learning Sudeep Dasari, Frederik Ebert, Stephen Tian, Suraj Nair, Bernadette Bucher, Karl Schmeckpeper, Siddharth Singh, Sergey Levine, Chelsea Finn arXiv_CV arXiv_CV Video_Prediction Pose Prediction PDF
2019-10-24 Spatiotemporal Tile-based Attention-guided LSTMs for Traffic Video Prediction Tu Nguyen arXiv_CV arXiv_CV Recognition 3D RNN Video_Prediction Action_Recognition Action Relation Attention CNN Prediction PDF
2019-10-16 Animating Landscape: Self-Supervised Learning of Decoupled Motion and Appearance for Single-Image Video Synthesis Yuki Endo, Yoshihiro Kanamori, Shigeru Kuriyama arXiv_CV arXiv_CV Video_Prediction Self-Supervised Pose CNN Prediction PDF
2019-10-07 Action-conditioned Benchmarking of Robotic Video Prediction Models: a Comparative Study Manuel Serra Nunes, Atabak Dehban, Plinio Moreno, José Santos-Victor arXiv_CV arXiv_CV Video_Prediction Pose Action Quantitative Inference Prediction PDF
2019-10-04 Unsupervised Keypoint Learning for Guiding Class-Conditional Video Prediction Yunji Kim, Seonghyeon Nam, In Cho, Seon Joo Kim arXiv_CV arXiv_CV Unsupervised Video_Prediction Pose Action Prediction PDF
2019-10-01 Omnipush: accurate, diverse, real-world dataset of pushing dynamics with RGB-D video Maria Bauza, Ferran Alet, Yen-Chen Lin, Tomas Lozano-Perez, Leslie P. Kaelbling, Phillip Isola, Alberto Rodriguez arXiv_CV arXiv_CV Tracking Video_Prediction Pose Prediction PDF
2019-09-26 COPHY: Counterfactual Learning of Physical Dynamics Fabien Baradel, Natalia Neverova, Julien Mille, Greg Mori, Christian Wolf arXiv_CV arXiv_CV 3D Video_Prediction Pose Prediction PDF
2019-09-25 Adversarial Video Generation on Complex Datasets Aidan Clark, Jeff Donahue, Karen Simonyan arXiv_CV arXiv_CV Adversarial Video_Prediction Pose GAN Prediction PDF
2019-09-24 Enhancing Traffic Scene Predictions with Generative Adversarial Networks Peter König, Sandra Aigner, Marco Körner arXiv_CV arXiv_CV Enhancement Super_Resolution Adversarial Video_Prediction Quantitative Detection Object_Detection GAN Autonomous Prediction PDF
2019-09-12 Hierarchical Foresight: Self-Supervised Learning of Long-Horizon Tasks via Visual Subgoal Generation Suraj Nair, Chelsea Finn arXiv_AI arXiv_AI Video_Prediction Self-Supervised Pose Prediction PDF
2019-09-06 Video Interpolation and Prediction with Unsupervised Landmarks Kevin J. Shih, Aysegul Dundar, Animesh Garg, Robert Pottorf, Andrew Tao, Bryan Catanzaro arXiv_CV arXiv_CV Unsupervised Video_Prediction Pose Optical_Flow Inference Prediction PDF
2019-08-28 Inception-inspired LSTM for Next-frame Video Prediction Matin Hosseini, Anthony S. Maida, Majid Hosseini, Gottumukkala Raju arXiv_CV arXiv_CV Unsupervised RNN Video_Prediction Pose Classification CNN Image_Classification Autonomous Prediction PDF
2019-07-20 Order Matters: Shuffling Sequence Generation for Video Prediction Junyan Wang, Bingzhang Hu, Yang Long, Yu Guan arXiv_CV arXiv_CV Video_Prediction Pose Quantitative Attention Prediction PDF
2019-07-18 Video Prediction for Precipitation Nowcasting Yuan Cao, Qiuying Li, Lei Chen, Junping Zhang, Leiming Ma arXiv_CV arXiv_CV RNN Video_Prediction Pose Prediction PDF
2019-06-19 Unsupervised Learning of Object Structure and Dynamics from Videos Matthias Minderer, Chen Sun, Ruben Villegas, Forrester Cole, Kevin Murphy, Honglak Lee arXiv_CV arXiv_CV Image_Caption Tracking Unsupervised Recognition Object_Tracking Video_Prediction Action_Recognition Action Prediction PDF
2019-06-14 Video Action Classification Using PredNet Roshan Rane, Vageesh Saxena, Edit Szügyi arXiv_CV arXiv_CV Video_Prediction Action Classification Prediction PDF
2019-05-27 Physics-as-Inverse-Graphics: Joint Unsupervised Learning of Objects and Physics from Video Miguel Jaques, Michael Burke, Timothy Hospedales arXiv_AI arXiv_AI Unsupervised Video_Prediction Prediction PDF
2019-05-25 Exploring Temporal Information for Improved Video Understanding Yi Zhu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition Video_Caption Video_Prediction Pose Face Action_Recognition Action Classification Optical_Flow Inference Prediction Video_Classification PDF
2019-04-27 Improved Conditional VRNNs for Video Prediction Lluis Castrejon, Nicolas Ballas, Aaron Courville arXiv_CV arXiv_CV RNN Video_Prediction Pose Prediction PDF
2019-04-20 Cubic LSTMs for Video Prediction Hehe Fan, Linchao Zhu, Yi Yang arXiv_CV arXiv_CV RNN Video_Prediction Pose Prediction PDF
2019-04-16 Long-Term Video Generation of Multiple FuturesUsing Human Poses Naoya Fushishita, Antonio Tejero-de-Pablos, Yusuke Mukuta, Tatsuya Harada arXiv_CV arXiv_CV Adversarial Video_Prediction Pose Action CNN Autonomous Prediction PDF
2019-04-11 KeyIn: Discovering Subgoal Structure with Keyframe-based Video Prediction Karl Pertsch, Oleh Rybkin, Jingyun Yang, Kosta Derpanis, Joseph Lim, Kostas Daniilidis, Andrew Jaegle arXiv_CV arXiv_CV Reconstruction Unsupervised Video_Prediction Pose Prediction PDF
2019-03-04 VideoFlow: A Flow-Based Generative Model for Video Manoj Kumar, Mohammad Babaeizadeh, Dumitru Erhan, Chelsea Finn, Sergey Levine, Laurent Dinh, Durk Kingma arXiv_AI arXiv_AI Optimization Knowledge Video_Prediction Pose Action Prediction PDF
2019-03-01 Frequency Domain Transformer Networks for Video Prediction Hafez Farazi, Sven Behnke arXiv_CV arXiv_CV Transformer Video_Prediction Pose Prediction PDF
2019-01-07 Better Guider Predicts Future Better: Difference Guided Generative Adversarial Networks Guohao Ying, Yingtian Zou, Lin Wan, Yiming Hu, Jiashi Feng arXiv_CV arXiv_CV Adversarial Video_Prediction Pose GAN Medical Prediction PDF
2018-12-25 Motion Selective Prediction for Video Frame Synthesis Veronique Prinet arXiv_CV arXiv_CV Video_Prediction Pose CNN Prediction PDF
2018-12-05 Video Synthesis from a Single Image and Motion Stroke Qiyang Hu, Adrian Waelchli, Tiziano Portenier, Matthias Zwicker, Paolo Favaro arXiv_CV arXiv_CV Sketch Adversarial Video_Prediction Pose GAN Prediction PDF
2018-12-04 Improving Semantic Segmentation via Video Propagation and Label Relaxation Yi Zhu, Karan Sapra, Fitsum A. Reda, Kevin J. Shih, Shawn Newsam, Andrew Tao, Bryan Catanzaro arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Video_Prediction Pose Prediction PDF
2018-12-02 Disentangling Propagation and Generation for Video Prediction Hang Gao, Huazhe Xu, Qi-Zhi Cai, Ruth Wang, Fisher Yu, Trevor Darrell arXiv_CV arXiv_CV Video_Prediction Pose Prediction PDF
2018-11-12 Adversarial Learning-Based On-Line Anomaly Monitoring for Assured Autonomy Naman Patel, Apoorva Nandini Saridena, Anna Choromanska, Prashanth Krishnamurthy, Farshad Khorrami arXiv_RO arXiv_RO Adversarial Video_Prediction Pose Action Detection GAN Autonomous Prediction PDF
2018-11-03 A Temporally-Aware Interpolation Network for Video Frame Inpainting Ximeng Sun, Ryan Szeto, Jason J. Corso arXiv_CV arXiv_CV Inpainting RNN Video_Prediction Pose Deep_Learning CNN Prediction PDF
2018-11-02 SDCNet: Video Prediction Using Spatially-Displaced Convolution Fitsum A. Reda, Guilin Liu, Kevin J. Shih, Robert Kirby, Jon Barker, David Tarjan, Andrew Tao, Bryan Catanzaro arXiv_CV arXiv_CV Video_Prediction Optical_Flow Prediction PDF
2018-10-17 Learning to Decompose and Disentangle Representations for Video Prediction Jun-Ting Hsieh, Bingbin Liu, De-An Huang, Li Fei-Fei, Juan Carlos Niebles arXiv_CV arXiv_CV Video_Prediction Pose Action Prediction PDF
2018-10-16 Reduced-Gate Convolutional LSTM Using Predictive Coding for Spatiotemporal Prediction Nelly Elsayed, Anthony S. Maida, Magdy Bayoumi arXiv_CV arXiv_CV RNN Video_Prediction Deep_Learning CNN Prediction PDF
2018-10-16 Location Dependency in Video Prediction Niloofar Azizi, Hafez Farazi, Sven Behnke arXiv_CV arXiv_CV Video_Prediction Pose CNN Prediction PDF
2018-10-02 FutureGAN: Anticipating the Future Frames of Video Sequences using Spatio-Temporal 3d Convolutions in Progressively Growing Autoencoder GANs Sandra Aigner, Marco Körner arXiv_CV arXiv_CV 3D Video_Prediction Pose GAN Prediction PDF
2018-09-14 DYAN: A Dynamical Atoms-Based Network for Video Prediction Wenqian Liu, Abhishek Sharma, Octavia Camps, Mario Sznaier arXiv_CV arXiv_CV Unsupervised Represenation_Learning RNN Adversarial Video_Prediction Prediction PDF
2018-09-09 ContextVP: Fully Context-Aware Video Prediction Wonmin Byeon, Qin Wang, Rupesh Kumar Srivastava, Petros Koumoutsakos arXiv_CV arXiv_CV RNN Adversarial Video_Prediction Pose CNN Prediction PDF
2018-09-01 Stochastic Video Long-term Interpolation Qiangeng Xu, Hanwang Zhang, Peter N. Belhumeur, Ulrich Neumann arXiv_AI arXiv_AI Super_Resolution Video_Prediction Pose Inference Prediction PDF
2018-08-20 Video-to-Video Synthesis Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Guilin Liu, Andrew Tao, Jan Kautz, Bryan Catanzaro arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Sketch Adversarial Video_Prediction Pose Prediction PDF
2018-07-25 Flow-Grounded Spatial-Temporal Video Prediction from Still Images Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu, Ming-Hsuan Yang arXiv_CV arXiv_CV 3D Video_Prediction Pose Relation Prediction PDF
2018-07-08 Video Captioning with Boundary-aware Hierarchical Language Decoding and Joint Video Prediction Xiangxi Shi, Jianfei Cai, Jiuxiang Gu, Shafiq Joty arXiv_CV arXiv_CV Video_Caption RNN Video_Prediction Pose Attention Caption Language_Model Prediction PDF
2018-07-07 Video Prediction with Appearance and Motion Conditions Yunseok Jang, Gunhee Kim, Yale Song arXiv_CV arXiv_CV Video_Prediction Pose Action GAN Prediction PDF
2018-07-05 Consistent Generative Query Networks Ananya Kumar, S. M. Ali Eslami, Danilo J. Rezende, Marta Garnelo, Fabio Viola, Edward Lockhart, Murray Shanahan arXiv_CV arXiv_CV Reconstruction 3D Knowledge Video_Prediction Prediction PDF
2018-07-03 Multi Resolution LSTM For Long Term Prediction In Neural Activity Video Yilin Song, Jonathan Viventi, Yao Wang arXiv_CV arXiv_CV 3D RNN Adversarial Video_Prediction Pose Medical Activity Prediction PDF
2018-07-03 Diversity encouraged learning of unsupervised LSTM ensemble for neural activity video prediction Yilin Song, Jonathan Viventi, Yao Wang arXiv_CV arXiv_CV Unsupervised RNN Video_Prediction Activity Prediction PDF
2017-08-08 Multi-Task Video Captioning with Video and Entailment Generation Ramakanth Pasunuru, Mohit Bansal arXiv_CV arXiv_CV Unsupervised Video_Caption Knowledge Video_Prediction Caption Prediction PDF
2017-08-03 Dual Motion GAN for Future-Flow Embedded Video Prediction Xiaodan Liang, Lisa Lee, Wei Dai, Eric P. Xing arXiv_CV arXiv_CV Unsupervised Represenation_Learning Adversarial Video_Prediction Pose GAN Optical_Flow Prediction PDF
2017-06-15 The 'something something' video database for learning and evaluating visual common sense Raghav Goyal, Samira Ebrahimi Kahou, Vincent Michalski, Joanna Materzyńska, Susanne Westphal, Heuna Kim, Valentin Haenel, Ingo Fruend, Peter Yianilos, Moritz Mueller-Freitag, Florian Hoppe, Christian Thurau, Ingo Bax, Roland Memisevic arXiv_CV arXiv_CV Knowledge Video_Prediction Action Classification Caption Prediction PDF

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